On monotone data mining languages

We present a simple Data Mining Logic (DML) that can express common data mining tasks, like "Find Boolean association rules" or "Find inclusion dependencies." At the center of the paper is the problem of characterizing DML queries that are amenable to the levelwise search strateg...

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Bibliographic Details
Main Authors: Calders, TGK Toon, Wijsen, J
Language:English
Published: Springer 2002
Subjects:
DML
Online Access:http://repository.tue.nl/659644
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spelling ftuniveindhoven:oai:library.tue.nl:659644 2023-05-15T16:01:16+02:00 On monotone data mining languages Calders, TGK Toon Wijsen, J 2002 application/pdf http://repository.tue.nl/659644 en eng Springer Copyright (c) Calders, TGK Toon Copyright (c) Wijsen, J 2002 ftuniveindhoven 2018-12-26T13:42:55Z We present a simple Data Mining Logic (DML) that can express common data mining tasks, like "Find Boolean association rules" or "Find inclusion dependencies." At the center of the paper is the problem of characterizing DML queries that are amenable to the levelwise search strategy used in the a-priori algorithm. We relate the problem to that of characterizing monotone first-order properties for finite models. Other/Unknown Material DML Eindhoven University of Technology (TU/e): Research Portal
institution Open Polar
collection Eindhoven University of Technology (TU/e): Research Portal
op_collection_id ftuniveindhoven
language English
description We present a simple Data Mining Logic (DML) that can express common data mining tasks, like "Find Boolean association rules" or "Find inclusion dependencies." At the center of the paper is the problem of characterizing DML queries that are amenable to the levelwise search strategy used in the a-priori algorithm. We relate the problem to that of characterizing monotone first-order properties for finite models.
author Calders, TGK Toon
Wijsen, J
spellingShingle Calders, TGK Toon
Wijsen, J
On monotone data mining languages
author_facet Calders, TGK Toon
Wijsen, J
author_sort Calders, TGK Toon
title On monotone data mining languages
title_short On monotone data mining languages
title_full On monotone data mining languages
title_fullStr On monotone data mining languages
title_full_unstemmed On monotone data mining languages
title_sort on monotone data mining languages
publisher Springer
publishDate 2002
url http://repository.tue.nl/659644
genre DML
genre_facet DML
op_rights Copyright (c) Calders, TGK Toon
Copyright (c) Wijsen, J
_version_ 1766397198331805696

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